Alerting as Code: How Mistral AI Uses Terraform as the Source of Truth
A Terraform-first model for deterministic alerting in AI systems
Jorge Lainfiesta
January 29, 2026
7 mins
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Can a smaller AI model outperform a larger one? A distilled version of DeepSeek R1 (70B) outperformed Llama and nearly matched GPT-4o in classifying error logs. These results suggest that model efficiency, not just size, is key to AI performance in incident management.
Sylvain Kalache
Can a smaller AI model outperform a larger one? A distilled version of DeepSeek R1 (70B) outperformed Llama and nearly matched GPT-4o in classifying error logs. These results suggest that model efficiency, not just size, is key to AI performance in incident management.
Sylvain Kalache
Are you buried under tickets and dubious SEV scales? Industry leaders are challenging the basics of how teams should communicate during incidents.
Ryan McDonald
Are you buried under tickets and dubious SEV scales? Industry leaders are challenging the basics of how teams should communicate during incidents.
Ryan McDonald
Flash floods demand calmness, but what happens after the crisis? Processing stress is key to long-term resilience, whether you’re a responder or an outdoors rescuer.
Claire Leverne
Flash floods demand calmness, but what happens after the crisis? Processing stress is key to long-term resilience, whether you’re a responder or an outdoors rescuer.
Claire Leverne
What SREs can learn from avalanche rescue: speed, strategy, and coordination are everything when the clock is against you.
Claire Leverne
What SREs can learn from avalanche rescue: speed, strategy, and coordination are everything when the clock is against you.
Claire Leverne
MTTR isn’t the silver bullet for reliability—it’s a trap. Learn why traditional incident metrics fall short, how SLOs provide a better approach, and how gamedays can help you test and improve system resilience.
Jacob Plicque III
MTTR isn’t the silver bullet for reliability—it’s a trap. Learn why traditional incident metrics fall short, how SLOs provide a better approach, and how gamedays can help you test and improve system resilience.
Jacob Plicque III
Check out these red flags to watch for in both SAR and incident response when coordinating cross-functional teams.
Claire Leverne
Check out these red flags to watch for in both SAR and incident response when coordinating cross-functional teams.
Claire Leverne
From hiking gear to SRE playbooks, scaling requires thoughtful preparation at every level. Learn why robust foundations, adaptable tools, and tested protocols are your best defense—whether facing a blizzard or a system outage.
Claire Leverne
From hiking gear to SRE playbooks, scaling requires thoughtful preparation at every level. Learn why robust foundations, adaptable tools, and tested protocols are your best defense—whether facing a blizzard or a system outage.
Claire Leverne
Missed the 58-page SRE Report 2025? I’ve summarized the essentials: growing demand for SLOs, rising toil levels, and why post-incident stress is higher than you might think. This quick-read will catch you up in no time.
JJ Tang
Missed the 58-page SRE Report 2025? I’ve summarized the essentials: growing demand for SLOs, rising toil levels, and why post-incident stress is higher than you might think. This quick-read will catch you up in no time.
JJ Tang
Whether scaling a mountain or troubleshooting an outage, situational awareness and real-time tracking can help your team build resilience and minimize costly delays.
Claire Leverne
Whether scaling a mountain or troubleshooting an outage, situational awareness and real-time tracking can help your team build resilience and minimize costly delays.
Claire Leverne
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